Teaching GitOps - Challenges and Best Practices
Learn effective strategies for teaching GitOps principles, tools, and workflows to DevOps engineers and developers. Discover common challenges and solutions to help teams master GitOps implementation.
Image Annotation with LLaVA and Ollama
Learn to annotate images using LLava 1.6 and Ollama. Explore file handling, image loading, API integration, and data management in this practical tutorial on building an image captioning application.
Fine-Tuning a Local Mistral 7B Model - Step-by-Step Guide
Step-by-step guide to fine-tuning a Mistral 7B model locally, covering dataset creation, conversion, uploading, fine-tuning, model conversion, and testing, with practical demonstrations and insights.
Deploy with Docker - Step-by-Step Tutorial
Step-by-step guide to deploying Docker containers, covering basics, Dockerfile creation, local builds, and deployment on Render.com. Ideal for students and hobbyists seeking free hosting options.
Atomic Deployment for JavaScript Developers - DevOps.js Conference 2024
Explore atomic deployment techniques for JavaScript applications using Git, Unix tools, and API calls, enabling safe deployments and live previews without relying on commercial services.
Building with FluxCD and Kubernetes - GitOps Principles in Action
Learn to build a GitOps pipeline using FluxCD and Kubernetes. Covers core GitOps principles, repository structuring, deploying applications, and implementing image update automation.
Atlantis and OpenTofu: The Future of Open-Source Infrastructure as Code
Explore the future of open-source Infrastructure as Code with Atlantis and OpenTofu. Learn how these tools enhance collaboration, automation, and efficiency in managing infrastructure.
Space-Age GitOps - The Rise of the Humble Pull Request
Explore next-gen GitOps practices using pull requests for improved scalability, visibility, and automation in deployment processes, addressing common pain points in organizations.
Build Before Installing: Zephyr Dev Environment Using GitHub Codespaces
Explore GitHub Codespaces for Zephyr development: instant setup, easy access, and streamlined onboarding for new users. Learn implementation, benefits, and workarounds for this cloud-based approach.
Linus Torvalds - Conversation on Linux and Git Development
Insightful conversation with Linus Torvalds, exploring his experiences as the creator of Linux and Git, and discussing current trends and challenges in open-source software development.
Complete Guide to SUPIR - Enhancing and Upscaling Images Like in Sci-Fi Movies on Your PC for Free
Learn to install, configure, and use SUPIR, an advanced open-source image upscaler and enhancer, for high-quality image restoration on your PC with step-by-step guidance and optimization tips.
Coding Tomorrow - AI and Large Language Models in Software Development
Explore AI's impact on software development, from automating processes to revolutionizing user engagement. Discover cutting-edge tools and advancements shaping the future of coding and enhancing your career.
Deploy and Monitor ML Pipelines with Open Source and Free Applications
Learn to deploy and monitor ML pipelines using open-source tools. Automate data refresh, generate forecasts, and set up monitoring dashboards with GitHub Actions, Docker, MLflow, and more.
Building Reproducible ML Processes with an Open Source Stack
Explore open-source tools for reproducible machine learning, covering code, data, and environment management. Includes hands-on demonstration of experiment replication using KubeFlow, Git, Minio, and lakeFS.
Blockchain Speaks Python: Building Real Solutions on Algorand
Learn to build blockchain solutions using Python on Algorand. Explore data storage, logic evaluations, and access control. Leverage familiar tools like Poetry and Pytest to deploy fundamental blockchain primitives.
The Hitchhiker's Guide to Kubernetes Platforms - Building AI Development Platforms
Explore building a robust AI platform on Kubernetes, featuring modular APIs for efficient management and deployment. Learn from Bloomberg's implementation using open-source projects as guides.
Atlantis and OpenTofu: The Future of Open-Source Infrastructure as Code
Explore Atlantis and OpenTofu, open-source tools revolutionizing Infrastructure as Code. Learn how they enhance collaboration, automation, and best practices in DevOps for efficient infrastructure management.
A Conversation with Linus Torvalds on Linux Development
Exclusive conversation with Linux creator Linus Torvalds, exploring kernel development, open source innovation, and the future of Linux technology.
CI with Rust and GitLab Self-Hosting - Experience Report and Best Practices
Explore self-hosting CI for private code using Rust and GitLab, covering advanced features, costs, and practical implementation strategies for medium to large projects.
How to Hack a Large Language Model Using PyReft - Fine-Tuning with Custom Data
Learn to fine-tune large language models with PyReft, using your own data to customize and enhance AI performance for specific tasks and domains.
Apache Maven - Collaborative Mastery for Java Developers
Demystify Maven's complexities, from lifecycles to dependency resolution. Learn POM integration with IntelliJ IDEA, version upgrades, and collaboration tips for efficient team development.